Task
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.943, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0699, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.3185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kappa: -0.0003, kb_relative_information_score: 0.0586, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, recall: 0.0998, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.936, kappa: 0.9289, kb_relative_information_score: 0.9397, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9364, predictive_accuracy: 0.936, prior_entropy: 3.3218, recall: 0.936, relative_absolute_error: 0.0747, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.3265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9447, kappa: 0.9386, kb_relative_information_score: 0.9443, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9449, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.3129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.7385, kappa: 0.7174, kb_relative_information_score: 0.1271, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7523, predictive_accuracy: 0.7458, prior_entropy: 3.3218, recall: 0.7458, relative_absolute_error: 0.9613, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2887, root_relative_squared_error: 0.9622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9058, kappa: 0.8954, kb_relative_information_score: 0.837, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9069, predictive_accuracy: 0.9058, prior_entropy: 3.3218, recall: 0.9058, relative_absolute_error: 0.2732, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.4185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9114, kappa: 0.9016, kb_relative_information_score: 0.8665, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9126, predictive_accuracy: 0.9115, prior_entropy: 3.3218, recall: 0.9115, relative_absolute_error: 0.2193, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.8653, kappa: 0.8507, kb_relative_information_score: 0.7368, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8662, predictive_accuracy: 0.8657, prior_entropy: 3.3218, recall: 0.8657, relative_absolute_error: 0.4271, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.5336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9434, kappa: 0.9372, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9439, predictive_accuracy: 0.9435, prior_entropy: 3.3218, recall: 0.9435, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kappa: -0.0015, kb_relative_information_score: 0.0573, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0986, prior_entropy: 3.3218, recall: 0.0986, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4246, root_relative_squared_error: 1.4154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9415, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.7774, kappa: 0.7524, kb_relative_information_score: 0.7674, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7781, predictive_accuracy: 0.7772, prior_entropy: 3.3218, recall: 0.7772, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.7028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9435, kappa: 0.9372, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9439, predictive_accuracy: 0.9435, prior_entropy: 3.3218, recall: 0.9435, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.3137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9441, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9453, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.3119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9344, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9407, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9416, kappa: 0.9351, kb_relative_information_score: 0.9449, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.942, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0693, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9412, kappa: 0.9344, kb_relative_information_score: 0.9307, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9424, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.1028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.3087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.929, kappa: 0.9212, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9292, predictive_accuracy: 0.9291, prior_entropy: 3.3218, recall: 0.9291, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.3296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.8968, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9394, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1027, root_relative_squared_error: 0.3423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9293, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9443, predictive_accuracy: 0.9435, prior_entropy: 3.3218, recall: 0.9435, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.3098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9444, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9452, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.3138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9254, kappa: 0.917, kb_relative_information_score: 0.9277, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9256, predictive_accuracy: 0.9253, prior_entropy: 3.3218, recall: 0.9253, relative_absolute_error: 0.0882, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.6535, kappa: 0.6316, kb_relative_information_score: 0.0452, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.6904, predictive_accuracy: 0.6685, prior_entropy: 3.3218, recall: 0.6685, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kappa: 0.0014, kb_relative_information_score: 0.06, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9427, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9422, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.3197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9418, kappa: 0.9351, kb_relative_information_score: 0.9361, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9424, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0854, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.094, root_relative_squared_error: 0.3134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.9432, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9445, predictive_accuracy: 0.9441, prior_entropy: 3.3218, recall: 0.9441, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9454, kappa: 0.9393, kb_relative_information_score: 0.9446, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9459, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.068, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.8432, kappa: 0.8263, kb_relative_information_score: 0.4545, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8441, predictive_accuracy: 0.8437, prior_entropy: 3.3218, recall: 0.8437, relative_absolute_error: 0.7701, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.7832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9323, kappa: 0.9247, kb_relative_information_score: 0.9326, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9327, predictive_accuracy: 0.9322, prior_entropy: 3.3218, recall: 0.9322, relative_absolute_error: 0.0818, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9334, kappa: 0.9261, kb_relative_information_score: 0.8965, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.934, predictive_accuracy: 0.9335, prior_entropy: 3.3218, recall: 0.9335, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1039, root_relative_squared_error: 0.3464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9121, kappa: 0.9023, kb_relative_information_score: 0.8334, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9132, predictive_accuracy: 0.9121, prior_entropy: 3.3218, recall: 0.9121, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.127, root_relative_squared_error: 0.4233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9374, kappa: 0.9302, kb_relative_information_score: 0.9288, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9382, predictive_accuracy: 0.9372, prior_entropy: 3.3218, recall: 0.9372, relative_absolute_error: 0.1007, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0972, root_relative_squared_error: 0.3238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9433, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9405, kappa: 0.9337, kb_relative_information_score: 0.9381, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9408, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.0799, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.8005, kappa: 0.7789, kb_relative_information_score: 0.7916, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8008, predictive_accuracy: 0.801, prior_entropy: 3.3218, recall: 0.801, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.6651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9415, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9427, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.484, kappa: 0.4287, kb_relative_information_score: 0.4622, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4839, predictive_accuracy: 0.4859, prior_entropy: 3.3218, recall: 0.4859, relative_absolute_error: 0.5713, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3206, root_relative_squared_error: 1.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9423, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9429, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.095, root_relative_squared_error: 0.3166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9373, kappa: 0.9302, kb_relative_information_score: 0.9342, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9379, predictive_accuracy: 0.9372, prior_entropy: 3.3218, recall: 0.9372, relative_absolute_error: 0.083, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.3321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9416, kappa: 0.9351, kb_relative_information_score: 0.9419, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9418, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.3192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.5814, kappa: 0.5562, kb_relative_information_score: 0.1405, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.6449, predictive_accuracy: 0.6008, prior_entropy: 3.3218, recall: 0.6008, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.9583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9417, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9423, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.3237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9455, kappa: 0.9393, kb_relative_information_score: 0.9427, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.946, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.0709, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.3163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9209, kappa: 0.9121, kb_relative_information_score: 0.8648, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.922, predictive_accuracy: 0.9209, prior_entropy: 3.3218, recall: 0.9209, relative_absolute_error: 0.2265, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.3937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kappa: -0.0003, kb_relative_information_score: 0.0581, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0992, prior_entropy: 3.3218, recall: 0.0992, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.4149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9221, kappa: 0.9135, kb_relative_information_score: 0.8583, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.923, predictive_accuracy: 0.9222, prior_entropy: 3.3218, recall: 0.9222, relative_absolute_error: 0.2366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.3916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9322, kappa: 0.9247, kb_relative_information_score: 0.9242, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.933, predictive_accuracy: 0.9322, prior_entropy: 3.3218, recall: 0.9322, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0998, root_relative_squared_error: 0.3325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.941, kappa: 0.9344, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9417, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0742, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8902, kappa: 0.8779, kb_relative_information_score: 0.8941, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8906, predictive_accuracy: 0.8901, prior_entropy: 3.3218, recall: 0.8901, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.4348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9416, kappa: 0.9351, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9419, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0702, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 0.9438, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9435, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.3176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.8388, kappa: 0.8221, kb_relative_information_score: 0.473, mean_absolute_error: 0.1354, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8391, predictive_accuracy: 0.8399, prior_entropy: 3.3218, recall: 0.8399, relative_absolute_error: 0.7523, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.7685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 0.9426, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9436, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.3195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9425, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9442, predictive_accuracy: 0.9435, prior_entropy: 3.3218, recall: 0.9435, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9447, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9452, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0674, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9387, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9392, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0986, root_relative_squared_error: 0.3288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 0.9467, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9472, predictive_accuracy: 0.9466, prior_entropy: 3.3218, recall: 0.9466, relative_absolute_error: 0.0672, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.3074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0003, kb_relative_information_score: 0.0586, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, recall: 0.0998, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9418, kappa: 0.9351, kb_relative_information_score: 0.9411, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9424, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0942, root_relative_squared_error: 0.3141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9455, kappa: 0.9393, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.946, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.3114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9367, kappa: 0.9296, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9372, predictive_accuracy: 0.9366, prior_entropy: 3.3218, recall: 0.9366, relative_absolute_error: 0.1129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.3307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.931, kappa: 0.9233, kb_relative_information_score: 0.9261, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9314, predictive_accuracy: 0.9309, prior_entropy: 3.3218, recall: 0.9309, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.3269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9126, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.943, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1001, root_relative_squared_error: 0.3338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kappa: -0.0004, kb_relative_information_score: 0.059, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.943, kappa: 0.9365, kb_relative_information_score: 0.9196, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9436, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9397, kappa: 0.933, kb_relative_information_score: 0.939, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9405, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.0767, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.3292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9443, kappa: 0.9379, kb_relative_information_score: 0.9423, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9446, predictive_accuracy: 0.9441, prior_entropy: 3.3218, recall: 0.9441, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.3181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9271, kappa: 0.9191, kb_relative_information_score: 0.9237, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9276, predictive_accuracy: 0.9272, prior_entropy: 3.3218, recall: 0.9272, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.3562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.943, kappa: 0.9365, kb_relative_information_score: 0.9408, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9436, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.3158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9414, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9407, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.0741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9277, kappa: 0.9198, kb_relative_information_score: 0.9106, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9285, predictive_accuracy: 0.9278, prior_entropy: 3.3218, recall: 0.9278, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9305, kappa: 0.9226, kb_relative_information_score: 0.9214, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.931, predictive_accuracy: 0.9303, prior_entropy: 3.3218, recall: 0.9303, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1011, root_relative_squared_error: 0.3369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8958, kappa: 0.8842, kb_relative_information_score: 0.8012, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8973, predictive_accuracy: 0.8958, prior_entropy: 3.3218, recall: 0.8958, relative_absolute_error: 0.3355, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9108, kappa: 0.901, kb_relative_information_score: 0.8539, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9119, predictive_accuracy: 0.9109, prior_entropy: 3.3218, recall: 0.9109, relative_absolute_error: 0.2424, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.4072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.899, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9261, predictive_accuracy: 0.9253, prior_entropy: 3.3218, recall: 0.9253, relative_absolute_error: 0.1625, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.3581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8981, kappa: 0.887, kb_relative_information_score: 0.8164, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8991, predictive_accuracy: 0.8983, prior_entropy: 3.3218, recall: 0.8983, relative_absolute_error: 0.309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1338, root_relative_squared_error: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9353, kappa: 0.9282, kb_relative_information_score: 0.9149, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.936, predictive_accuracy: 0.9353, prior_entropy: 3.3218, recall: 0.9353, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1014, root_relative_squared_error: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8982, kappa: 0.887, kb_relative_information_score: 0.8186, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8993, predictive_accuracy: 0.8983, prior_entropy: 3.3218, recall: 0.8983, relative_absolute_error: 0.3066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.4496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0004, kb_relative_information_score: 0.0597, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9277, kappa: 0.9198, kb_relative_information_score: 0.9245, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9281, predictive_accuracy: 0.9278, prior_entropy: 3.3218, recall: 0.9278, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1065, root_relative_squared_error: 0.3552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9398, kappa: 0.933, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9401, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.3272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9447, kappa: 0.9386, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9451, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.3121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9446, predictive_accuracy: 0.9441, prior_entropy: 3.3218, recall: 0.9441, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.3182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.5376, kappa: 0.4866, kb_relative_information_score: 0.5166, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.5386, predictive_accuracy: 0.538, prior_entropy: 3.3218, recall: 0.538, relative_absolute_error: 0.5134, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.304, root_relative_squared_error: 1.0133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9479, kappa: 0.9421, kb_relative_information_score: 0.9465, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9483, predictive_accuracy: 0.9479, prior_entropy: 3.3218, recall: 0.9479, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.3095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kappa: -0.0008, kb_relative_information_score: 0.058, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0992, prior_entropy: 3.3218, recall: 0.0992, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.4149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9384, kappa: 0.9316, kb_relative_information_score: 0.9401, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9388, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.0749, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.3274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6867, f_measure: 0.4209, kappa: 0.3555, kb_relative_information_score: 0.3933, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.425, predictive_accuracy: 0.42, prior_entropy: 3.3218, recall: 0.42, relative_absolute_error: 0.6447, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3406, root_relative_squared_error: 1.1354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9348, kappa: 0.9275, kb_relative_information_score: 0.9323, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9351, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0838, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.3476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9473, kappa: 0.9414, kb_relative_information_score: 0.9461, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9477, predictive_accuracy: 0.9473, prior_entropy: 3.3218, recall: 0.9473, relative_absolute_error: 0.0674, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.3116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9426, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kappa: -0.001, kb_relative_information_score: 0.0575, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0986, prior_entropy: 3.3218, recall: 0.0986, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4246, root_relative_squared_error: 1.4154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9441, kappa: 0.9379, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9443, predictive_accuracy: 0.9441, prior_entropy: 3.3218, recall: 0.9441, relative_absolute_error: 0.0696, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.3155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kappa: -0.0008, kb_relative_information_score: 0.0584, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, recall: 0.0998, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9259, kappa: 0.9177, kb_relative_information_score: 0.8725, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9268, predictive_accuracy: 0.9259, prior_entropy: 3.3218, recall: 0.9259, relative_absolute_error: 0.2095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.3722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.891, kappa: 0.8786, kb_relative_information_score: 0.8877, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8921, predictive_accuracy: 0.8908, prior_entropy: 3.3218, recall: 0.8908, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.4516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 0.9376, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9389, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.0779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.3323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.8773, kappa: 0.864, kb_relative_information_score: 0.7778, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8782, predictive_accuracy: 0.8776, prior_entropy: 3.3218, recall: 0.8776, relative_absolute_error: 0.3658, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, kappa: -0.0017, kb_relative_information_score: 0.0577, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0992, prior_entropy: 3.3218, recall: 0.0992, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.4149,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs